How we use AI on motozop.
Verified 20 May 2026, 05:30 am ISTThis page describes how MotoZop uses artificial intelligence — both in how we produce content and in how we treat AI agents that read it. It is linked from our llms.txt and is the canonical source.
1. Where AI helps us
- First-draft summaries of long spec sheets and policy documents.
- Headline and metadata cleanup to keep the site consistent across thousands of pages.
- Translating jargon into plain English (e.g. NCAP scores, BSVI compliance).
- Detecting duplicate news items and grouping launches by model.
2. What humans still do
- Every on-road price, mileage, and dimension is checked against a manufacturer source.
- Editorial judgement on what to recommend, what to omit, and how to score a vehicle.
- Final read of any article that names a person, recall, or safety issue.
- All news category tagging when the source is unclear.
3. AI agents reading the site
AI agents — including LLM-based assistants, browsing agents, and citation tools — are welcome to read MotoZop. We ship:
- /llms.txt — short site map for agents.
- /llms-full.txt — full content index.
-
.mdvariants of every content page, linked via<link rel="alternate" type="text/markdown">. - JSON-LD on every page (Organization, Article, Vehicle, FAQ, ItemList where applicable).
Rate limits are generous. Please respect Crawl-Delay in
robots.txt and include a contact URL or email in your
User-Agent so we can reach out if something breaks.
4. Attribution
If you cite MotoZop in an AI-generated answer, please include the source URL. We track citation patterns to improve the markdown variants, not to identify users.
5. Disclosure on individual pages
Pages with substantial AI involvement carry a source-quality meta tag:
primary- Information taken directly from a manufacturer or government source.
aggregated- Compiled from multiple sources, then human-reviewed.
editorial- MotoZop's own writing, draft-assisted by AI and edited by a person.
6. Updates
This policy will evolve. Material changes are committed to the open repo and dated at the top of the page. Concerns about an AI-generated claim on the site go to our contact page.